AI Visibility Scorecard
Crystal Cat Stitchery
crystalcatstitchery.com · E-commerce
Borderline visible. AI bots can crawl Crystal Cat Stitchery, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude · ChatGPT
#207,828 of 739,332 in E-commerce for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
E-commerce average 18
Top 89% of E-commerce
See what's behind this score →4
-
Network Authority
iNot connected yet
E-commerce average 0.0
0 relationships · E-commerce average 9
See what's behind this score →40
Muse Index Score
iAI agent readiness
Transactable · 40/100
E-commerce average 27
See what's behind this score →0
About Crystal Cat Stitchery
from our crawl and measurement
Crystal Cat Stitchery describes itself simply: "Handcrafted Small Batch Project Bags and Notions designed for Knitting, Crochet and other Fibre Arts. Quality Handmade. Small Batch Limited Edition. Eco-Friendly packaging." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Crystal Cat Stitchery
- Website ·
- crystalcatstitchery.com
- Industry ·
- E-commerce
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Aug 31, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, Crystal Cat Stitchery is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Crystal Cat Stitchery
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Crystal Cat Stitchery lists 7 products, 7 in stock, priced 15.00 to 300.00.
Show all 7 products
- Made to Order The Void Classic Drawstring All sizes · 15.00
- PRE ORDER ChiaoGoo Twist Complete Interchangeable Set · 300.00
- PRE-Order Le Salon des Tulipes Classic Drawstring All sizes · 15.00
- PRE-Order Caramel Snow Classic Drawstring All sizes · 15.00
- Made to Order Brilliant Basics Drawstrings - All Sizes · 20.00
- Made to Order- Flock Classic Drawstring All sizes · 15.00
- Gift Card · 25.00 · gift card
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on August 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/crystalcatstitchery
Cite this score: Engagemii (2026). "AEO Score for Crystal Cat Stitchery." Retrieved from https://engagemii.com/aeo/brands/crystalcatstitchery
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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